Add Linear algebra functions to Numpy Frontend

[Aarsh2001]

Add Linear Algebra functions to Numpy frontend:

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Please keep in mind that the proper way to link an issue to this list is to comment "- [ ] #issue_number" while the issue's title only includes the name of the function you've chosen.

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• [x] dot
• [ ] linalg.multi_dot
• [x] #2479
• [x] #4243
• [x] #3778
• [x] #3624
• [x] #6591
• [x] #19521
• [x] #3905
• [x] #12617
• [x] cholesky
• [x] qr
• [x] svd
• [x] #14942
• [x] #12389
• [x] #22302
• [x] #7901
• [x] #3940
• [x] #15349
• [x] #3311
• [x] #3956
• [x] #3912
• [x] #6974
• [x] #3628
• [x] #22201
• [x] #10226
• [x] #3860
• [x] #3888
• [x] #9745

The main file paths where these functions are likely to be added are:

• ivy/functional/frontends/numpy/linear\_algebra/matrix\_and\_vector\_products.py
• ivy\_tests/test\_ivy/test\_frontends/test\_numpy/test\_linear\_algebra/test\_matrix\_and\_vector\_products.py
• ivy/functional/frontends/numpy/linear\_algebra/linalg/matrix\_and\_vector\_products.py
• ivy/functional/frontends/numpy/linear\_algebra/linalg/solving\_equations\_and\_inverting\_matrices.py
• ivy\_tests/test\_ivy/test\_frontends/test\_numpy/test\_linear\_algebra/test\_linalg/test\_matrix\_and\_vector\_products.py
• ivy\_tests/test\_ivy/test\_frontends/test\_numpy/test\_linear\_algebra/test\_linalg/test\_solving\_equations\_and\_inverting\_matrices.py
• ivy/functional/frontends/numpy/\_\_init\_\_.py
• ivy/functional/frontends/numpy/linalg/matrix\_and\_vector\_products.py
• ivy/functional/frontends/numpy/linalg/matrix\_eigenvalues.py
• ivy\_tests/test\_ivy/test\_frontends/test\_numpy/test\_linear\_algebra/test\_matrix\_eigenvalues.py
• ivy/functional/frontends/numpy/linear\_algebra/linalg/norms\_and\_other\_numbers.py
• ivy\_tests/test\_ivy/test\_frontends/test\_numpy/test\_linear\_algebra/test\_linalg/test\_norms\_and\_other\_numbers.py
• ivy/functional/frontends/numpy/linalg/norms\_and\_other\_numbers.py
• ivy\_tests/test\_ivy/test\_frontends/test\_numpy/test\_linear\_algebra/test\_norms\_and\_other\_numbers.py
• ivy/functional/frontends/numpy/linalg/solving\_equations\_and\_inverting\_matrices.py
• ivy\_tests/test\_ivy/test\_frontends/test\_numpy/test\_linear\_algebra/test\_solving\_equations\_and\_inverting\_matrices.py

[Josephamir616]

einsum_path #6004

[moamen20]

22340

[moamen20]

eigvals #22528

[natek-1]

• [ ] #22928